Eduardo Mortani-Barbosa, Jr., MD

Radiology
Accepting new patients
Sees patients age 18 and up
Call 800-789-7366
Headshot of Eduardo Mortani-Barbosa, Jr., MD
Penn Medicine Provider

About me

  • Associate Professor of Radiology at the Hospital of the University of Pennsylvania

My education and training

  • Medical School: University of Sao Paulo
  • Residency: University of Sao Paulo
  • Fellowship: University of Sao Paulo
  • Fellowship: University of Pennsylvania Health System

Spoken languages

English
English

Insurance accepted

Please contact the practice and/or the member services department of your insurance company for specific details before receiving services. Providers may participate in some, but not all, products offered by a health plan; providers may also accept plans at some practice locations but not others.

Locations

Penn Medicine hospital privileges

  • Hospital of the University of Pennsylvania: Has privileges to treat patients in the hospital.
  • Pennsylvania Hospital: Has privileges to treat patients in the hospital.
  • Penn Presbyterian Medical Center: Has privileges to treat patients in the hospital.
  • Penn Medicine Rittenhouse Long-Term Acute Care Hospital
  • Chester County Hospital: Has privileges to treat patients in the hospital.
Dr. Mortani-Barbosa is a Penn Medicine physician.

Qualifications and experience

Treatments and Conditions

Research

Publications

Zou C, Mankowski W, Pantalone L, Horng H, Setia Verma S, Mortani Barbosa EJ Jr, Cook TS, Noel PB, Carpenter EL, Thompson JC, Shinohara RT, Roshkovan L, Katz SI, Kontos D Transformer-based Fusion of Longitudinal Multimodal Radiomic Features from Chest Radiography and CT in COVID-19 , Radiology Artificial Intelligence , e240218: 2026

Tianyu Han, Riga Wu, Yu Tian, Firas Khader, Lisa C. Adams, Keno K. Bressem, Christos Davatzikos, Jakob Nikolas Kather, Li Shen, David A. Mankoff, Eduardo Mortani Barbosa Jr, and Daniel Truhn CLEAR: An Auditable Foundation Model for Radiology Grounded in Clinical Concepts , MedRxiv: 2026

Mortani Barbosa EJ Jr, Kim Y, Zhang Y, Setio AAA, Mellot F, Grenier PA, Zimmermann M, Georgescu B, Grbic S, Gefter WB Deep Learning–Based Pulmonary Nodule Risk Assessment Outperforms Established Malignancy Risk Scores in Lung Cancer Screening , Radiology Advances, 3(1): 2026

EB A novel AI strategy of combining large dataset training, population specific retraining and confidence estimation to improve classification performance in estimating pulmonary nodule malignancy risk , RSNA Annual Meeting, Chicago, IL: 2025

Eduardo Mortani Barbosa Jr, Yohan Kim, Warren Gefter, Bodgan Georgescu, Yanbo Zhang, Sasa Gbric Challenges in Generalizing DL Models for Lung Nodule Classification: Insights from Screening and High-Risk Biopsy-Proven Cohorts , European Society of Thoracic Imaging Annual Meeting: 2025

Eduardo Mortani Barbosa Jr, Zhuoyang Wang AI/ML models can leverage socio-economic factors and clinical context to predict adherence to incidental pulmonary nodule follow-up , European Society of Thoracic Imaging Annual Meeting: 2025

Eduardo Mortani Barbosa Jr, Justin Shanahan, Emily Minus Hierarchical clustering of ILD patients relying on clinical, pathological, PFT and radiological data improves prognostication when compared to the standard of care multidisciplinary consensus diagnosis , European Society of Thoracic Imaging Annual Meeting: 2025

Eduardo Mortani Barbosa Jr, Justin Shanahan The value of machine learning AI models for classification of interstitial lung diseases, leveraging comprehensive sociodemographic, clinical, imaging and PFT data , European Society of Thoracic Imaging Annual Meeting: 2025

Eduardo Mortani Barbosa Jr, Yohan Kim, Zhuoyang Wang The value of AI/ML models to predict continued participation in lung cancer screening, leveraging demographics and socioeconomic determinants of health , European Society of Thoracic Imaging Annual Meeting: 2025

Y. Su, M. Colfer, P. Stecher, H.Litt, J. Jacob, A. Donuru, S. Simpson, E. Mortani Barbosa Jr, A. Nachiappan Optimization Techniques for Rescan of Problematic CT Pulmonary Angiograms , RSNA Annual Meeting, Chicago, IL: 2024